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Mathematics & Computation
ㅇ 본문
NTK만
| k | L2 error | H1 error |
| 1 | 1.718e-03 | 1.694e-02 |
| 2 | 1.563e-03 | 1.503e-02 |
| 3 | 4.942e-03 | 5.287e-02 |
| 4 | 5.266e-01 | 1.986e+00 |
| 5 | 3.085e-01 | 1.747e+00 |
| 6 | 1.811e-01 | 1.171e+00 |
| 7 | 1.137e-01 | 8.212e-01 |
| 8 | 8.470e-02 | 6.915e-01 |
| 9 | 6.481e-02 | 5.693e-01 |
| 10 | 4.688e-02 | 4.376e-01 |
NTK + curriculum
| k | L2 error | H1 error |
| 1 | 1.712e-03 | 1.695e-02 |
| 2 | 6.404e-04 | 7.420e-03 |
| 3 | 5.349e-04 | 7.210e-03 |
| 4 | 2.361e-03 | 1.132e-02 |
| 5 | 2.143e-03 | 1.396e-02 |
| 6 | 1.219e-03 | 1.048e-02 |
| 7 | 1.748e-03 | 1.513e-02 |
| 8 | 1.584e-03 | 1.493e-02 |
| 9 | 1.326e-03 | 1.285e-02 |
| 10 | 1.315e-03 | 1.335e-02 |
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| SA-PINN+Fourier을 이용한 2차원 Poisson 방정식 해석 및 성능 향상 전략 (5) | 2025.08.10 |